Marvin Zhang
7 papers · 2017–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Venues
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Research topics
Machine Learning
(7)
Reinforcement Learning
(4)
Learning Types Β· Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Applications
(3)
Methods
(3)
Core AI
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Core Methods
(1)
Generation
(1)
Learning Types Β· Deep Learning
(1)
Keywords
model-based reinforcement learning
(4)
distribution shift
(3)
linear quadratic regulator
(2)
domain generalization
(2)
policy optimization
(1)
domain adaptation
(1)
entropy minimization
(1)
model robustness
(1)
data augmentation
(1)
test-time adaptation
(1)
unsupervised domain adaptation
(1)
image translation
(1)
robot learning
(1)
model-free reinforcement learning
(1)
model generalization
(1)
robotics task
(1)
monotonic improvement
(1)
trajectory-centric learning
(1)
guided policy search
(1)
path integral policy improvement
(1)
Papers
MEMO: Test Time Robustness via Adaptation and Augmentation
NeurIPS 2022
Adaptive Risk Minimization: Learning to Adapt to Domain Shift
NeurIPS 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts
ICML 2021
AVID: Learning Multi-Stage Tasks via Pixel-Level Translation of Human Videos
RSS 2020
SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning
ICML 2019
When to Trust Your Model: Model-Based Policy Optimization
NeurIPS 2019
Combining Model-Based and Model-Free Updates for Trajectory-Centric Reinforcement Learning
ICML 2017